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bala-1409 / Foreign-Exchange-Rate-Time-Series-Data-science-Project

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This project will use time series analysis to forecast the exchange rate between the euro and the US dollar. The project will use a variety of statistical techniques, such as ARIMA to model the data and forecast the exchange rate.

data-science time-series model scikit-learn exploratory-data-analysis machine-learning-algorithms eda data-visualization python3 forecasting data-analysis predictive-modeling statsmodels time-series-analysis datapreprocessing modelfitting
  • Updated Jul 27, 2023
  • Jupyter Notebook

bala-1409 / Sales-Forecasting-Datascience-Project

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Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data-science data exploratory-data-analysis machine-learning-algorithms prediction data-visualization python3 supervised-learning data-analysis predictive-modeling predictive-analytics regression-models datacleaning salesforecast modelfitting
  • Updated Jul 14, 2023
  • Jupyter Notebook

bala-1409 / Loan-Classification-Data-science-Projects

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This project uses machine learning algorithms to predict the classification of loan status. The dataset is loaded and some transformation is done using SQL for getting a proper dataset with some valid informations.

visualization data machine-learning sql exploratory-data-analysis machine-learning-algorithms datascience supervised-learning data-analysis loan datavisualization datacleaning modelfitting
  • Updated Jul 8, 2023
  • Jupyter Notebook

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